Vishal Gupta

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 17

Top Topics

Chance Constrained

Robust Optimization

Monte Carlo Tree Search

Dynamic Resource Allocation

Top Venues

INFORMS J. Appl. Anal.

Publications

Vishal Gupta, Michael Huang, Paat Rusmevichientong
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization. Oper. Res. 72 (2) (2024)
Michael Huang, Vishal Gupta
Learning Best-in-Class Policies for the Predict-then-Optimize Framework. CoRR (2024)
Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao
Balanced Off-Policy Evaluation for Personalized Pricing. AISTATS (2023)
Adam N. Elmachtoub, Vishal Gupta, Yunfan Zhao
Balanced Off-Policy Evaluation for Personalized Pricing. CoRR (2023)
Vishal Gupta, Nathan Kallus
Data Pooling in Stochastic Optimization. Manag. Sci. 68 (3) (2022)
Hamsa Bastani, Kimon Drakopoulos, Vishal Gupta, Jon Vlachogiannis, Christos Hadjichristodoulou, Pagona Lagiou, Gkikas Magiorkinis, Dimitrios Paraskevis, Sotirios Tsiodras
Interpretable Operations Research for High-Stakes Decisions: Designing the Greek COVID-19 Testing System. INFORMS J. Appl. Anal. 52 (5) (2022)
Adam N. Elmachtoub, Vishal Gupta, Michael L. Hamilton
The Value of Personalized Pricing. Manag. Sci. 67 (10) (2021)
Hamsa Bastani, Kimon Drakopoulos, Vishal Gupta, Ioannis Vlachogiannis, Christos Hadjichristodoulou, Pagona Lagiou, Gkikas Magiorkinis, Dimitrios Paraskevis, Sotirios Tsiodras
Efficient and targeted COVID-19 border testing via reinforcement learning. Nat. 599 (7883) (2021)
Vishal Gupta, Michael Huang, Paat Rusmevichientong
Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization. CoRR (2021)
Vishal Gupta, Paat Rusmevichientong
Small-Data, Large-Scale Linear Optimization with Uncertain Objectives. Manag. Sci. 67 (1) (2021)
Vishal Gupta, Brian Rongqing Han, Song-Hee Kim, Hyung Paek
Maximizing Intervention Effectiveness. Manag. Sci. 66 (12) (2020)
Vishal Gupta
Near-Optimal Bayesian Ambiguity Sets for Distributionally Robust Optimization. Manag. Sci. 65 (9) (2019)
Vishal Gupta, Nathan Kallus
Data-Pooling in Stochastic Optimization. CoRR (2019)
Adam N. Elmachtoub, Vishal Gupta, Michael L. Hamilton
The Value of Personalized Pricing. WINE (2019)
Dimitris Bertsimas, Vishal Gupta, Nathan Kallus
Data-driven robust optimization. Math. Program. 167 (2) (2018)
Dimitris Bertsimas, Vishal Gupta, Nathan Kallus
Robust sample average approximation. Math. Program. 171 (1-2) (2018)
Dimitris Bertsimas, J. Daniel Griffith, Vishal Gupta, Mykel J. Kochenderfer, Velibor V. Misic
A comparison of Monte Carlo tree search and rolling horizon optimization for large-scale dynamic resource allocation problems. Eur. J. Oper. Res. 263 (2) (2017)
Iain Dunning, Vishal Gupta, Angela King, Jerry Kung, Miles Lubin, John Silberholz
A Course on Advanced Software Tools for Operations Research and Analytics. INFORMS Trans. Educ. 15 (2) (2015)
Dimitris Bertsimas, Vishal Gupta, Ioannis Ch. Paschalidis
Data-driven estimation in equilibrium using inverse optimization. Math. Program. 153 (2) (2015)
Dimitris Bertsimas, J. Daniel Griffith, Vishal Gupta, Mykel J. Kochenderfer, Velibor V. Misic, Robert J. Moss
A Comparison of Monte Carlo Tree Search and Mathematical Optimization for Large Scale Dynamic Resource Allocation. CoRR (2014)
Dimitris Bertsimas, Vishal Gupta, Ioannis Ch. Paschalidis
Inverse Optimization: A New Perspective on the Black-Litterman Model. Oper. Res. 60 (6) (2012)